Alexander Stevens

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Outcome Prediction

Business Process

Laplacian Eigenmaps

Manifold Learning

Top Venues

Publications

Manon Reusens, Alexander Stevens, Jonathan Tonglet, Johannes De Smedt, Wouter Verbeke, Seppe vanden Broucke, Bart Baesens
Evaluating text classification: A benchmark study. Expert Syst. Appl. 254 (2024)
Alexander Stevens, Johannes De Smedt
Explainability in process outcome prediction: Guidelines to obtain interpretable and faithful models. Eur. J. Oper. Res. 317 (2) (2024)
Alexander Stevens, Chun Ouyang, Johannes De Smedt, Catarina Moreira
Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes. CoRR (2024)
Alexander Stevens, Jari Peeperkorn, Johannes De Smedt, Jochen De Weerdt
Manifold Learning for Adversarial Robustness in Predictive Process Monitoring. ICPM (2023)
Jari Peeperkorn, Carlos Ortega Vázquez, Alexander Stevens, Johannes De Smedt, Seppe vanden Broucke, Jochen De Weerdt
Outcome-Oriented Predictive Process Monitoring on Positive and Unlabelled Event Logs. ICPM Workshops (2022)
Alexander Stevens, Johannes De Smedt, Jari Peeperkorn, Jochen De Weerdt
Assessing the Robustness in Predictive Process Monitoring through Adversarial Attacks. ICPM (2022)
Alexander Stevens, Johannes De Smedt, Jari Peeperkorn
Quantifying Explainability in Outcome-Oriented Predictive Process Monitoring. ICPM Workshops (2021)
Alexander Stevens, Peter Deruyck, Ziboud Van Veldhoven, Jan Vanthienen
Explainability and Fairness in Machine Learning: Improve Fair End-to-end Lending for Kiva. SSCI (2020)
Aaron Ostrovsky, Daniel M. Stein, Brett Simon, Justin McManus, Alexander Stevens, Marcia Levine, Peter D. Stetson
Implementing a Real-Time Location System (RTLS) at an Ambulatory Oncology Surgical Center. AMIA (2017)